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ICDM
2002
IEEE
111views Data Mining» more  ICDM 2002»
15 years 10 months ago
An Algebraic Approach to Data Mining: Some Examples
In this paper, we introduce an algebraic approach to the foundations of data mining. Our approach is based upon two algebras of functions de ned over a common state space X and a ...
Robert L. Grossman, Richard G. Larson
CORR
2004
Springer
122views Education» more  CORR 2004»
15 years 5 months ago
"In vivo" spam filtering: A challenge problem for data mining
Spam, also known as Unsolicited Commercial Email (UCE), is the bane of email communication. Many data mining researchers have addressed the problem of detecting spam, generally by...
Tom Fawcett
SIGKDD
2000
106views more  SIGKDD 2000»
15 years 5 months ago
Data Mining Models as Services on the Internet
The goal of this article is to raise a debate on the usefulness of providing data mining models as services on the internet. These services can be provided by anyone with adequate...
Sunita Sarawagi, Sree Hari Nagaralu
HICSS
2005
IEEE
124views Biometrics» more  HICSS 2005»
15 years 11 months ago
Information Policy, Data Mining, and National Security: False Positives and Unidentified Negatives
Since 9/11, intelligence agencies in the United States have expanded experimentation and use of data mining and analysis techniques to combat terrorism. These efforts have generat...
Terrence A. Maxwell
ACRI
2004
Springer
15 years 11 months ago
Mining Ecological Data with Cellular Automata
This paper introduces a Cellular Automata (CA) approach to spatiotemporal data mining (STDM). The recently increasing interest in using Genetic Algorithms and other evolutionary te...
Alexander Campbell, Binh Pham, Yu-Chu Tian